An analytics platform provides interfaces for the development, modification, and/or management of operations pertaining to distributed datasets that span multiple data stores. The analytics platform is further configured to limit the extent of the output dataset on which the analysis and/or visualization operations are performed, such that operations for producing, analyzing, and/or visualizing the output dataset can be completed without the need for intervening extract, transform, and load (ETL) processing.
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